Methods, apparatus and systems for biometric processes

ABSTRACT

A method for use in a biometric process, comprising: with a headset in a known acoustic environment, applying an acoustic stimulus at a first transducer of the headset; receiving a response signal at a second transducer of the headset, the response signal comprising a component of the acoustic stimulus reflected at an obstacle in the acoustic path of the first transducer; determining a condition of the headset based on the response signal; and performing the biometric process based on the determined condition.

TECHNICAL FIELD

Embodiments of the disclosure relate to methods, apparatus and systemsfor biometric processes, and particularly to methods, apparatus andsystems for biometric processes involving the measured response of auser's ear to an acoustic stimulus.

BACKGROUND

It is known that the acoustic properties of a user's ear, whether theouter parts (known as the pinna or auricle), the ear canal or both,differ substantially between individuals and can therefore be used as abiometric to identify the user. One or more loudspeakers or similartransducers positioned close to or within the ear generate an acousticstimulus, and one or more microphones similarly positioned close to orwithin the ear detect the acoustic response of the ear to the acousticstimulus. One or more features may be extracted from the responsesignal, and used to characterize an individual.

For example, the ear canal is a resonant system, and therefore onefeature which may be extracted from the response signal is the resonantfrequency of the ear canal. If the measured resonant frequency (i.e. inthe response signal) differs from a stored resonant frequency for theuser, a biometric algorithm coupled to receive and analyse the responsesignal may return a negative result. Other features of the responsesignal may be similarly extracted and used to characterize theindividual. For example, the features may comprise one or more melfrequency cepstral coefficients. More generally, the transfer functionbetween the acoustic stimulus and the measured response signal (orfeatures of the transfer function) may be determined, and compared to astored transfer function (or stored features of the transfer function)which is characteristic of the user.

A problem associated with ear biometric systems is the susceptibility ofa measured biometric response to change over time due to deteriorationof one or more components of the devices, such as headsets, used forbiometric processes (e.g. enrolment and authentication). This problemcan be exacerbated since the signal to noise ratio of a measuredresponse signal from the user's ear is typically quite low as thebiometric features of the signal are relatively weak. Deterioration ofdevice components can cause the signal to noise ratio to further reduce.

Any discussion of documents, acts, materials, devices, articles or thelike which has been included in the present specification is not to betaken as an admission that any or all of these matters form part of theprior art base or were common general knowledge in the field relevant tothe present disclosure as it existed before the priority date of each ofthe appended claims.

SUMMARY

According to an aspect of the disclosure, there is provided a method foruse in a biometric process, comprising: with a headset in a knownacoustic environment, applying an acoustic stimulus at a firsttransducer of the headset; receiving a response signal at a secondtransducer of the headset, the response signal comprising a component ofthe acoustic stimulus reflected at an obstacle in the acoustic path ofthe first transducer; determining a condition of the headset based onthe response signal; and updating performing the biometric process basedon the determined condition.

The known acoustic environment may be a charging case of the headset oran ear of a user or may be free field, i.e. with the headset in anotherknown acoustic environment (e.g. substantial silence).

The obstacle may comprises a transducer grille, cover, or the like. Thecondition may comprises a blockage in the acoustic path.

Determining the condition may comprise comparing the response signal toa template response signal. The template response signal may representsan optimal condition of the acoustic path or some previous condition ofthe acoustic path.

Performing the biometric process may comprises conditioning a furtherresponse signal received at the second transducer after the responsesignal based on the determined condition of the headset; and performingthe biometric process on the conditioned further response signal.

The conditioning may comprise subtracting a difference between theresponse signal and the template response signal from the furtherresponse signal to generate the conditioned future response signal.Conditioning may comprise filtering the further response signal.

Determining the condition may further comprise extracting one or morefeatures of the response signal. Comparing the response signal to thetemplate signal comprises comparing each of the extracted features witha corresponding template feature, the corresponding template featuresrepresenting the optimal condition of the acoustic path or the previouscondition of the acoustic path.

Performing the biometric process may comprise reducing a threshold formatching a measured biometric response to a template response.

Additionally or alternatively, performing the biometric processcomprises disabling the biometric process.

Performing the biometric process comprises selecting a biometrictemplate response for use in the biometric process. The selectedbiometric template may be a biometric template trained on data relatingto the determined condition of the acoustic path.

Performing the biometric process may comprise increasing a number ofbiometric inputs to the biometric process. Biometric inputs may compriseone or more of an ear biometric, a finger biometric, and a facebiometric.

The biometric process may be one of biometric enrolment and biometricauthentication. Biometric enrolment may comprises generating and storinga unique model of a user of the headset. Biometric authentication maycomprise comparing the response signal to a template for the user.

The first transducer may be a loud speaker. The second transducer may bea microphone. The first transducer and the second transducer may in someembodiments be the same transducer.

According to an aspect of the disclosure, there is provided anapparatus, comprising processing circuitry and a non-transitorymachine-readable which, when executed by the processing circuitry, causethe apparatus to: with a headset in a known acoustic environment, applyan acoustic stimulus by a first transducer of the headset; receive aresponse signal at a second transducer of the headset, the responsesignal comprising a component of the acoustic stimulus reflected at anobstacle in the acoustic path of the first transducer; determine acondition of the headset based on the response signal; and perform orupdate the biometric process based on the determined condition.

The apparatus may comprise the first transducer; and the secondtransducer. The first transducer may be a loud speaker. The secondtransducer may be a microphone.

According to an aspect of the disclosure, there is provided anelectronic device, comprising the apparatus described above.

According to an aspect of the disclosure, there is provided annon-transitory machine-readable medium storing instructions which, whenexecuted by one or more processors, cause an electronic apparatus to:with a headset in a known acoustic environment, apply an acousticstimulus at a first transducer of the headset; receive a response signalat a second transducer of the headset, the response signal comprising acomponent of the acoustic stimulus reflected at an obstacle in theacoustic path of the first transducer; determine a condition of theheadset based on the response signal; and perform or update thebiometric process based on the determined condition.

Throughout this specification the word “comprise”, or variations such as“comprises” or “comprising”, will be understood to imply the inclusionof a stated element, integer or step, or group of elements, integers orsteps, but not the exclusion of any other element, integer or step, orgroup of elements, integers or steps.

BRIEF DESCRIPTION OF DRAWINGS

Embodiments of the present disclosure will now be described by way ofnon-limiting example only with reference to the accompanying drawings,in which:

FIGS. 1a to 1e are schematic diagrams of example personal audio devices;

FIG. 2 is a block diagram of an arrangement according to embodiments ofthe present disclosure;

FIG. 3 is a block diagram of a system according to embodiments of thepresent disclosure;

FIG. 4 is a flow diagram of a process according to embodiments of thepresent disclosure;

FIG. 5 graphically illustrates frequency responses of a microphone towhite noise output at a speaker in the presence of a clean grille and adirty grille with a device positioned at an ear canal, according toembodiments of the present disclosure;

FIG. 6 shows a system according to embodiments of the disclosure; and

FIG. 7 is a flow diagram of a process which may be performed by thesystem shown in FIG. 6, according to embodiments of the presentdisclosure.

DESCRIPTION OF EMBODIMENTS

As noted above, ear biometric data may be acquired by the generation ofan acoustic stimulus, and the detection of an acoustic response of theear to the acoustic stimulus. One or more features may be extracted fromthe response signal, and used to characterize the individual.

The acoustic stimulus may be generated and the response measured using apersonal audio device. As used herein, the term “personal audio device”is any electronic device which is suitable for, or configurable to,provide audio playback substantially to only a single user. Someexamples of suitable personal audio devices are shown in FIGS. 1a to 1e.

FIG. 1a shows a schematic diagram of a user's ear, comprising the(external) pinna or auricle 12 a , and the (internal) ear canal 12 b . Apersonal audio device 20 comprising a circum-aural headphone is worn bythe user over the ear. The headphone comprises a shell whichsubstantially surrounds and encloses the auricle 12 a , so as to providea physical barrier between the user's ear and the external environment.Cushioning or padding may be provided at an edge of the shell, so as toincrease the comfort of the user, and also the acoustic coupling betweenthe headphone and the user's skin (i.e. to provide a more effectivebarrier between the external environment and the user's ear).

The headphone comprises one or more loudspeakers 22 positioned on aninternal surface of the headphone, and arranged to generate acousticsignals towards the user's ear and particularly the ear canal 12 b . Theheadphone further comprises one or more microphones 24, also positionedon the internal surface of the headphone, arranged to detect acousticsignals within the internal volume defined by the headphone, the auricle12 a and the ear canal 12 b . The headphone further comprises a grille26 between the speaker 22 and the ear which may allow sound to pass butprevents ingress of dirt, moisture and other matter that may causedamage to components of the headphone.

The headphone may be able to perform active noise cancellation, toreduce the amount of noise experienced by the user of the headphone.Active noise cancellation operates by detecting a noise (i.e. with amicrophone), and generating a signal (i.e. with a loudspeaker) that hasthe same amplitude as the noise signal but is opposite in phase. Thegenerated signal thus interferes destructively with the noise and solessens the noise experienced by the user. Active noise cancellation mayoperate on the basis of feedback signals, feedforward signals, or acombination of both. Feedforward active noise cancellation utilizes oneor more microphones on an external surface of the headphone, operativeto detect the environmental noise before it reaches the user's ear. Thedetected noise is processed quickly, and the cancellation signalgenerated so as to match the incoming noise as it arrives at the user'sear. Feedback active noise cancellation utilizes one or more errormicrophones positioned on the internal surface of the headphone,operative to detect the combination of the noise and the audio playbacksignal generated by the one or more loudspeakers. This combination isused in a feedback loop, together with knowledge of the audio playbacksignal, to adjust the cancelling signal generated by the loudspeaker andso reduce the noise. The microphone 24 shown in FIG. 1a may thereforeform part of an active noise cancellation system, for example, as anerror microphone.

FIG. 1b shows an alternative personal audio device 30, comprising asupra-aural headphone. The supra-aural headphone does not surround orenclose the user's ear, but rather sits on the auricle 12 a . Theheadphone may comprise a cushion or padding to lessen the impact ofenvironmental noise. As with the circum-aural headphone shown in FIG. 1a, the supra-aural headphone comprises one or more loudspeakers 32, oneor more microphones 34, and one or more grilles 36. The loudspeaker(s)32 and the microphone(s) 34 may form part of an active noisecancellation system, with the microphone 34 serving as an errormicrophone.

FIG. 1c shows a further alternative personal audio device 40, comprisingan intra-concha headphone (or earphone). In use, the intra-conchaheadphone sits inside the user's concha cavity. The intra-conchaheadphone may fit loosely within the cavity, allowing the flow of airinto and out of the user's ear canal 12 b.

As with the devices shown in FIGS. 1a and 1 b, the intra-conchaheadphone comprises one or more loudspeakers 42 and one or moremicrophones 44, which may form part of an active noise cancellationsystem, together with one or more grilles 46.

FIG. 1d shows a further alternative personal audio device 50, comprisingan in-ear headphone (or earphone), insert headphone, or ear bud. Thisheadphone is configured to be partially or totally inserted within theear canal 12 b , and may provide a relatively tight seal between the earcanal 12 b and the external environment (i.e. it may be acousticallyclosed or sealed). The headphone may comprise one or more loudspeakers52, one or more microphones 54, and one or more grilles 56, as with theothers devices described above, and these components may form part of anactive noise cancellation system.

As the in-ear headphone may provide a relatively tight acoustic sealaround the ear canal 12 b , external noise (i.e. coming from theenvironment outside) detected by the microphone 54 is likely to be low.

Figure le shows a further alternative personal audio device 60, which isa mobile or cellular phone or handset. The handset 60 comprises one ormore loudspeakers 62 for audio playback to the user, and one or moremicrophones 64 which are similarly positioned, together with one or moregrilles 66 for allowing sound to pass into and out of the device 60whilst preventing ingress of grit, dirt, moisture and other matter whichmay cause damage to internal components of the device 60.

In use, the handset 60 is held close to the user's ear so as to provideaudio playback (e.g. during a call). While a tight acoustic seal is notachieved between the handset 60 and the user's ear, the handset 60 istypically held close enough that an acoustic stimulus applied to the earvia the one or more loudspeakers 62 generates a response from the earwhich can be detected by the one or more microphones 64. As with theother devices, the loudspeaker(s) 62 and microphone(s) 64 may form partof an active noise cancellation system.

All of the personal audio devices described above thus provide audioplayback to substantially a single user in use. Each device comprisesone or more loudspeakers and one or more microphones, which may beutilized to generate biometric data related to the frequency response ofthe user's ear. The loudspeaker is operable to generate an acousticstimulus, or acoustic probing wave, towards the user's ear, and themicrophone is operable to detect and measure a response of the user'sear to the acoustic stimulus, e.g. to measure acoustic waves reflectedfrom the ear canal or the pinna. The acoustic stimulus may be sonic (forexample in the audio frequency range of say 20 Hz to 20 kHz) orultra-sonic (for example greater than 20 kHz or in the range 20 kHz to50 kHz) or near-ultrasonic (for example in the range 15 kHz to 25 kHz)in frequency. The acoustic stimulus may have frequency components whichspan one or more of sonic, ultra-sonic, and near-ultrasonic ranges. Insome examples the microphone signal may be processed to measure receivedsignals of the same frequency as that transmitted.

Each of the personal audio devices described above comprises one or moreloudspeakers in addition to one or more microphones. However, in someembodiments, the one or more speakers may be used both to generate anacoustic stimulus and as an input device to detect and measure aresponse of the user's ear to the acoustic stimulus, e.g. to measureacoustic waves reflected from the ear canal or the pinna. For example,the response of the user's ear may be estimated by measuring the currentthought the loudspeaker or transducer. Alternatively, for example, theresponse of the user's ear may be estimated by calculating the impedanceof the loudspeaker or transducer. In such cases, the one or moremicrophones may be omitted.

Another biometric marker may comprise otoacoustic noises emitted by thecochlear in response to the acoustic stimulus waveform. The otoacousticresponse may comprise a mix of the frequencies in the input waveform.For example if the input acoustic stimulus consists of two tones atfrequencies f1 and f2, the otoacoustic emission may include a componentat frequency 2*f1−f2. The relative power of frequency components of theemitted waveform has been shown to be a useful biometric indicator. Insome examples therefore the acoustic stimulus may comprise tones of twoor more frequencies and the amplitude of mixing products at sums ordifferences of integer-multiple frequencies generated by otoacousticemissions from the cochlear may be measured. Alternatively, otoacousticemissions may be stimulated and measured by using stimulus waveformscomprising fast transients, e.g. clicks.

Depending on the construction and usage of the personal audio device,the measured response may comprise user-specific components, i.e.biometric data relating to the auricle 12 a , the ear canal 12 b , or acombination of both the auricle 12 a and the ear canal 12 b . Forexample, the circum-aural headphones shown in FIG. 1a will generallyacquire data relating to the auricle 12 a and potentially also the earcanal 12 b . The insert headphones shown in FIG. 1d will generallyacquire data relating only to the ear canal 12 b.

One or more of the personal audio devices described above (or rather,the microphones within those devices) may be operable to detectbone-conducted voice signals from the user. That is, as the user speaks,sound is projected away from the user's mouth through the air. However,acoustic vibrations will also be carried through part of the user'sskeleton or skull, such as the jaw bone. These acoustic vibrations maybe coupled to the ear canal 12 b through the jaw or some other part ofthe user's skeleton or skull, and detected by the microphone. Lowerfrequency sounds tend to experience a stronger coupling than higherfrequency sounds, and voiced speech (i.e. that speech or those phonemesgenerated while the vocal cords are vibrating) is coupled more stronglyvia bone conduction than unvoiced speech (i.e. that speech or thosephonemes generated while the vocal cords are not vibrating). The in-earheadphone 50 may be particularly suited to detecting bone-conductedspeech owing to the tight acoustic coupling around the ear canal 12 b.

All of the devices shown in FIGS. 1a to 1e and described above may beused to implement aspects of the disclosure.

FIG. 2 shows an arrangement 200 according to embodiments of thedisclosure. The arrangement 200 comprises a personal audio device 202and a biometric system 204. The personal audio device 202 may be anydevice which is suitable for, or configurable to provide audio playbackto substantially a single user. The personal audio device 202 generallycomprises one or more loudspeakers, and one or more microphones which,in use, are positioned adjacent to or within a user's ear. The personalaudio device 202 may be wearable, and comprise headphones for each ofthe user's ears. Alternatively, the personal audio device 202 may beoperable to be carried by the user, and held adjacent to the user's earor ears during use. The personal audio device 202 may compriseheadphones or a mobile phone handset, as described above with respect toany of FIGS. 1a to 1 e.

The biometric system 204 is coupled to the personal audio device 202 andoperative to control the personal audio device 202 to acquire biometricdata which is indicative of the individual using the personal audiodevice 202.

The personal audio device 202 thus generates an acoustic stimulus forapplication to the user's ear, and detects or measures the response ofthe ear to the acoustic stimulus. The measured response corresponds tothe reflected signal received at the one or more microphones, withcertain frequencies being reflected at higher amplitudes than otherfrequencies owing to the particular response of the user's ear.

Some examples of suitable biometric processes include biometricenrolment and biometric authentication. Enrolment comprises theacquisition and storage of biometric data which is characteristic of anindividual. In the present context, such stored data may be known as an“ear print”. Authentication (sometimes referred to as verification oridentification) comprises the acquisition of biometric data from anindividual, and the comparison of that data to the stored ear prints ofone or more enrolled or authorised users. A positive comparison (i.e. adetermination that the acquired data matches or is sufficiently close toa stored ear print) results in the individual being authenticated. Forexample, the individual may be permitted to carry out a restrictedaction, or granted access to a restricted area or device. A negativecomparison (i.e. a determination that the acquired data does not matchor is not sufficiently close to a stored ear print) results in theindividual not being authenticated. For example, the individual may notbe permitted to carry out the restricted action, or granted access tothe restricted area or device.

The biometric system 204 may, in some embodiments, form part of thepersonal audio device 202 itself. Alternatively, the biometric system204 may form part of an electronic host device (e.g. an audio player) towhich the personal audio device 202 is coupled, through wires orwirelessly. In yet further embodiments, operations of the biometricsystem 204 may be distributed between circuitry in the personal audiodevice 202 and the electronic host device.

The biometric system 204 may send suitable control signals to thepersonal audio device 202, so as to initiate the acquisition ofbiometric data, and receive data from the personal audio device 202corresponding to the measured response. The biometric system 204 isoperable to extract one or more features from the measured response andutilize those features as part of a biometric process.

As mentioned previously, a problem associated with ear biometric systemsis the susceptibility of a measured biometric response to change overtime due to deterioration of one or more components of the device usedfor detecting the biometric response. For example, ingress of dirt inthe speaker grille of a headphone, such as those shown in FIGS. 1a to 1e, can lead to a change in the characteristics of sound output from theheadphone as well as signals received at an internal microphone in theheadphone.

FIG. 3 is a more detailed schematic diagram of the personal audio device40 described above. The following explanation is described withreference to the personal audio device 40, but equally applies to any ofthe personal audio devices described above or herein which each comprisecomponents, such as grilles, which may be susceptible to deteriorationdue to ingress of dirt, wax and other matter.

As mentioned above, the device 40 comprises a loudspeaker 44 and amicrophone 42 housed within a headphone shell 48. The grille 46 isprovided in the headphone shell 48 and configured to allow sound to passtherethrough whilst preventing or mitigating ingress of dirt, moistureand the like into the shell 48. Arrows So represents a component ofsound originating from the speaker 42 which is transmitted through thegrille 48 to the outside of the audio device 40. Arrow Sr represents acomponent of sound generated by the speaker 42 which is reflected fromthe inside surface of the grille 46 and is incident at the microphone44. Arrow Ai represents the component of ambient sound outside of theshell 48 transmitted through the grille 46 which is incident at themicrophone 44.

As foreign matter (dirt, wax, skin etc.) builds up on and in the grille46, the energy of components So, Ai of sound transmitted through thegrille 46 and reaching the microphone 44 decrease due to increasedabsorption at the grille 46. Additionally, the energy of the componentSr reflected at the internal surface of the grille 46 may increase.

FIG. 4 shows the device 40 positioned at the entrance of the ear canal12 b . Again, it will be appreciated that, with ingress of dirt andother matter in the grille 46, a measured response of the ear canal 12 bat the microphone 44 to an acoustic stimulus output at the speaker 42may change over time. Additionally, the characteristics of optoacousticnoise emitted by the cochlear in response to an acoustic stimulusdetected at the microphone 44 may also change since components of suchnoise may be attenuated.

FIG. 5 graphically illustrates the frequency responses 402, 404 of themicrophone 44 to white noise output at the speaker 42 in the presence ofa clean grille 46 (line 502) and a dirty grille 46 (line 504) with thedevice 40 positioned at the ear canal 12 b . Referring first to line502, it can be seen that a large “notch” (reduction in amplitude) can beseen between about 3 kHz and about 7 kHz in the signal received at themicrophone 44. This “notch” is dependent on the characteristics of theear canal 12 b or external acoustic path and thus can be used as anfeature in ear biometrics. Referring then to line 504 in comparison, acomparative increase in amplitude of the response 404 can be seenbetween about 3 kHz and about 7 kHz with ingress of dirt and was on andin the grille 46. This increase in amplitude is caused by an increase inreflection of sound from the internal surface of the grille due to thedeteriorating condition. Referring to FIG. 4, the change in thereflected component Sr accounts for this noise which substantiallyremoves the notch at the detriment of biometric processes. Thus, achange in condition of the grille 46 can substantially affect a measuredresponse detected at the microphone 44 and thus affect the accuracy andsecurity of any biometric process performed using such measurements.

In view of the above, embodiments of the present disclosure providemethods and systems to account for the deterioration of elements in theacoustic path of transducers of audio devices by determining one or morecharacteristics of signals received at a transducer of such devices inresponse to an acoustic stimulus. For example, embodiments of thepresent disclosure may output an acoustic stimulus from a speaker andmeasure a response signal at a microphone. The response signal and/orone or more characteristics thereof may then be analysed to determine acondition of elements in the acoustic path of the device. Based on thatdetermination, one or more biometric processes used to enrol orauthenticate a user of the device may be performed, adjusted or updatedin one or more ways to account for the condition or a change in thecondition, such as a deterioration of the condition of the elementcausing a change in a measured response to the acoustic stimulus.

Examples of the elements include, but are not limited to physicalelements such as a speaker grille or cover, an acoustic port, anacoustic channel and the like. Examples of a condition of such elementsinclude, but are not limited to a level of build-up or ingress of dirtor wax or any other matter which may attenuate sound travelling to andfrom the transducer(s).

FIG. 6 shows a system 600 according to embodiments of the disclosure.

The system 600 comprises processing circuitry 622, which may compriseone or more processors, such as a central processing unit or anapplications processor (AP), or a digital signal processor (DSP).

The one or more processors may perform methods as described herein onthe basis of data and program instructions stored in memory 624. Memory624 may be provided as a single component or as multiple components orco-integrated with at least some of processing circuitry 622.Specifically, the methods described herein may be performed inprocessing circuitry 622 by executing instructions that are stored innon-transient form in the memory 624, with the program instructionsbeing stored either during manufacture of the system 600 or personalaudio device 202 or by upload while the system 600 or device 602 is inuse.

The processing circuitry 622 comprises a stimulus generator module 603which is coupled directly or indirectly to an amplifier 604, which inturn is coupled to a transducer 606. The transducer 606 and a microphone608 may form part of a personal audio device, such as the personal audiodevices 20, 30, 40, 50, 60 described above with reference to FIGS. 1a to1 e. In other embodiments the transducer 606 may act both as a speakerfor generating sound and a microphone or inductor for generating signalsfrom sound incident thereon.

The stimulus generator module 603 generates an electrical audio signaland provides the electrical audio signal to the amplifier 604, whichamplifies it and provides the amplified signal to the transducer 606.The transducer 606 generates a corresponding acoustic signal which isoutput to the user's ear (or ears). In alternative embodiments, theamplifier 604 may form part of the stimulus generator module 603.

As noted above, when the transducer 606 and microphone 608 arepositioned at an ear entrance of the user, the audio signal may beoutput to all or a part of the user's ear (i.e. the auricle 12 a or theear canal 12 b of the user as described with reference to FIGS. 1a to 1e). The audio signal is reflected off the ear, and the reflected signal(or echo signal) is detected and received by the microphone 608. Thereflected signal thus comprises data which is characteristic of theindividual's ear, and suitable for use as a biometric. When thetransducer 606 and the microphone 608 are positioned, instead of at theear, in an acoustic enclosure such as a charging case for one of thepersonal audio devices 20, 30, 40, 50, 60 described above with referenceto FIGS. 1a and 1 e, the audio signal is reflected off the internalwalls and features of the acoustic enclosure and such reflections maythus comprise data which is characteristic of the enclosure. When thetransducer 606 and the microphone 608 are positioned, instead of at theear or in an acoustic enclosure, in free field, i.e. positioned on atable or other surface in the open, there are no physical barriers forthe audio signal be reflected off outside of the device. An absence ofreflected sound incident at the microphone 608 is characteristic of thisfree field condition.

In any of the above scenarios (ear, enclosure or free field), inaddition to any reflections either from the ear or from features of anacoustic enclosure, the audio signal may also be reflected off featuresinternal to the device in which the transducer 606 is positioned. Suchfeatures may include obstacles (e.g. a speaker grille) in the acousticpath of the transducer. As such, reflected components of the signal maycomprise data which is characteristic of these obstacles (e.g. acondition of the speaker grille etc.).

It will thus be appreciated that if the acoustic environment in whichthe transducer 606 and microphone 608 resides is known, then thecondition of any obstacles the acoustic path of can be estimated basedon characteristics of the signal received at the microphone 608.

The reflected signal is passed from the microphone 608 to ananalogue-to-digital converter (ADC) 610, where it is converted from theanalogue domain to the digital domain. In alternative embodiments themicrophone 608 may be a digital microphone and produce a digital datasignal (which does not therefore require conversion to the digitaldomain).

The signal is detected by the microphone 608 in the time domain.However, the features extracted for the purposes of biometric processingand condition estimation may be in the frequency domain (in that it isthe frequency response of the user's ear, the enclosure, or theobstacles which is generally characteristic). In which case, the system600 may comprise a Fourier transform module 612, which converts thereflected signal to the frequency domain. For example, the Fouriertransform module 612 may implement a fast Fourier transform (FFT).

The transformed signal is then passed to a feature extract module 614,which extracts one or more features of the transformed signal for use inboth a biometric process (e.g. biometric enrolment, biometricauthentication, etc.) and a condition detection process. For example,the feature extract module 614 may extract the resonant frequency of theuser's ear or the acoustic enclosure or the internal features of theaudio device in which the transducer is located. For example, thefeature extract module 614 may extract one or more mel frequencycepstral coefficients. Alternatively, the feature extract module 614 maydetermine a frequency response at one or more predetermined frequencies,or across one or more ranges of frequencies. The frequency response maybe of the user's ear, an acoustic enclosure (e.g. charging case), or offree field in combination with the internals of a headphone shell. Toextract such features, the acoustic stimulus generated at the stimulusgenerator module 603 is also provided to the feature extract module 614,optionally via the Fourier transform module 612, depending on whetherthe stimulus generator module 603 outputs the acoustic stimulus in thetime or frequency domain. By providing the acoustic stimulus to thefeature extract module 614, a comparison can be made between theacoustic stimulus and the response to that acoustic stimulus received atthe microphone 608.

For characterisation of the condition of elements in the acoustic pathof the transducer 606 and microphone 608, the feature extract module 614may calculate an impedance or reflectance of one or more features in theacoustic path, such as a speaker grille.

To aid the feature extraction module 614 in determining the variousextracted features discussed above, the system 600 may further comprisean accelerometer 626 comprised in or associated with a headphone intowhich the transducer 606 and the microphone 608 are incorporated. Thecontrol module 602 may receive one or more inputs from the accelerometer626 which may in turn be used to determine an orientation of theheadphone which may correspond to the headphone being placed on asurface in free field. The control module 602 may further comprise oneor both of an in-case detect module 628 and an on-ear detect module 630.The in-case detect module 628 may be configured to detect that thepersonal audio device 202 into which transducer 606 and microphone 608are incorporated is housed with an associated acoustic enclosure, suchas a charging case. The on-ear detect module 630 may be configured todetect when or whether the personal audio device 202, in particular thetransducer 606 is inserted in or located in proximity to the ear. Thecontrol module 602 may receive as inputs indications of a free-fieldcondition, an in-case condition or an on-ear condition and provide theseto the feature extract module 614. In turn, the feature extract module614 may extract one or more features based on where the environment inwhich the transducer 606 and microphone 608 are.

Optionally, where the personal audio device 202 comprises multiplemicrophones, for example additional microphone(s) other than themicrophone 608 shown in FIG. 6, signals derived from those additionalmicrophone(s) may be provided to the feature extract module 614 in asimilar manner to that described with reference to the microphone 608shown in FIG. 6. Such derived signal(s) may be used as a referencesignal(s), for example to detect excessive noise and/or to assist infeature extraction, biometric processes and/or condition detection,particularly if an acoustic path exists between the microphone 608 andthe additional microphone(s).

Extracted feature(s) pertaining to biometrics may be passed to abiometric module 616, which performs a biometric process on them. Forexample, the biometric module 616 may perform a biometric enrolment, inwhich the extracted features (or parameters derived therefrom) arestored as part of biometric data 618 which is characteristic of theindividual (i.e. as an ear print). The biometric data 618 may be storedwithin the system 600 or remote from the system 600 (and accessiblesecurely by the biometric module 616). In another example, the biometricmodule 616 may perform a biometric authentication, and compare the oneor more extract features to corresponding features in a stored ear print618 (or multiple stored ear prints) for authorised users. Again, thestored ear print 618 may be stored within the system 600 or remote fromthe system 600 (and accessible securely by the biometric module 616).

The biometric module 616 generates a biometric result (which may be thesuccessful or unsuccessful generation of an ear print, as well assuccessful or unsuccessful authentication) and outputs the result to thecontrol module 602.

In addition to being passed to the biometric module 616, extractedfeature(s) may also be passed to a condition detect module 620 which inother embodiments may be implemented by the biometric module 616. Thecondition detect module 620 may store condition data comprisingextracted features (or parameters derived therefrom) which arecharacteristic the audio device 202 in one or more states of conditionin one or more known acoustic environments. As noted above, knownacoustic environments may include an acoustic enclosure, such as acharging case, an ear of a user and free field, the audio device 40positioned on a surface in the open. Example states of condition includea new condition or some condition of the audio device 40 (and itscomponents) in the past. This condition data may be stored within thesystem 600 or remotely accessible by the condition detect module 620.

To determine a condition of audio device 40, the condition detect module620 may compare the one or more extract features to correspondingreference features previously extracted or determined. The referencefeatures may have been extracted by the feature extract module 614during for a previous biometric process or condition detect process.Additionally or alternatively, the reference features may be extractedduring a baseline calibration measurement made at the time of productionor refurbishment of the personal audio device 202. Additionally, oralternatively, the reference features may be features determined duringmodelling of the personal audio device 202 or otherwise estimated.

The comparison made between the extracted features and referencefeatures may represent a condition of the acoustic path between thetransducer 606 and the microphone 608. Based on the comparison, thecondition detect module 620 may then determine a condition or one ormore components in the acoustic path, such as the speaker grille.

In comparing the extracted features and reference features, thecondition detect module 620 may determine a difference between one ormore extracted features and a corresponding one or more referencefeatures. If the determined difference exceeds a predeterminedthreshold, the condition detect module 620 may output an indication tothe biometric module 616 indicating a deterioration in the condition ofthe acoustic path. Such a deterioration may indicate to the biometricmodule 616 that any features extracted by the feature extract module 614for use in a biometric process may be affected by an adverse acousticcondition. In response, the biometric module 616 may be configured toperform, update, amend, or otherwise change a biometric process beingundertaken to account for the change in condition of the acoustic path.

In addition to or as an alternative to outputting an indication to thebiometric module 616 of a deterioration in the condition of the acousticpath, the condition detect module 620 may output the determineddifference or comparison between the one or more extracted features andtheir corresponding reference features to the biometric module 616and/or the control module 602. Such feature difference(s) orcomparison(s) may then be used by the biometric module 616 and/or thecontrol module 602 to cancel noise associated with the deterioration inthe condition of the acoustic path. In other words, the determinedfeature difference(s) may be used to either calibrate the signal derivedfrom the microphone 608 or the features extracted therefrom before suchfeatures are used in the biometric process. In doing so, any noiseassociated with a deterioration of the condition of the acoustic pathfrom the ideal may be substantially removed, thus enabling any biometricprocess implemented by the biometric module 616 using the extractedfeatures to be implemented without loss of accuracy, security etc.

In some embodiments, based on the comparison between extracted andreference features, the biometric module 616 and/or the control module602 may be configured to generate one or more parameters of acancellation filter (not shown) configured to cancel noise associatedwith the acoustic path condition deterioration. In some embodiments, thecancellation filter may pre-filter the frequency domain signal outputfrom the Fourier transform module 612 to remove noise associated withthe deterioration in acoustic path condition. For example, any suchfilter may be implemented using the feature extract module 614 in thefrequency domain. Such a filter may be designed using least mean squarefilter techniques or other known digital filtering techniques. Any suchfiltering may be adaptive, such that filter parameters may be updatedover time in response to one or more changing conditions of the acousticpath, based on successive comparisons of present extracted features withpast or ideal measured or modelled features (reference features). Insome embodiments, instead of or in addition to being implemented in thefrequency domain, filtration may be implemented in the time domain in amanner known in the art.

Taking the example shown in FIG. 5, such filtering may remove the noisepresent between 5 kHz and 8 kHz thereby restoring, in the signal derivedfrom the deteriorated acoustic path, the notch present in the frequencyresponse for the clean grille (i.e. the non-deteriorated acoustic pathcondition).

In addition to or as an alternative to cancellation of noise in thederived signal from the microphone 608 due to a deterioration inacoustic path condition, in some embodiments, in response to detectingan adverse condition in the acoustic path, the biometric module 616 mayflag that the output of a biometric process is less reliable. Thecontrol module 602 may then disable one or more features associated withthe biometric process. The control module 602 may reduce a level ofsecurity associated with the biometric process (e.g. authentication).For example, if the biometric process is used to authenticate a securetask, the control module 602 may indicate that additional secureauthentication is required in addition to the biometric process toperform the secure task. The secure task may, for example, be unlockinga phone or tablet, logging into an application or initiating anelectronic funds transfer or the like. In some embodiments, if the levelof security associated with the biometric process is reduced by thecontrol module 602, an output from the biometric process may stillauthenticate some tasks but not others, for example unlocking a phone ortablet, but not enabling login to one or more secure applications (suchas a banking app).

Additionally or alternatively, in some embodiments, in response todetecting a condition in the acoustic path, the biometric module 616 mayreplace, augment or otherwise change a model or template used in abiometric process. For example, the biometric module 616 may switch to adifferent model which may be more robust in the presence of alteredacoustic path conditions. The more robust model may be a model trainedon data associated with adverse acoustic path conditions (e.g. a dirtyspeaker grille or the like). For example, the biometric module 616 maybe using a plurality of models for a biometric process. In which case,the biometric module 616 may change the weighting of the two or moremodels, so as to rely more heavily on a model which is more robust toadverse acoustic path conditions.

Additionally or alternatively, in some embodiments, in response todetecting a change in condition in the acoustic path over time, thebiometric module 616 may iteratively update one or more models used in abiometric process to enrich the biometric process. Such enrichment maybe performed over some or all of the lifetime of the personal audiodevice 202 so as to track temporal deterioration of the acoustic path,for example due to a build-up of dirt and wax on a speaker grille. Anysuch enrichment process is preferably accompanied by supporting datafrom one or more additional authentication processes (e.g. fingerprint,face print, or key code) to support a change in biometric enrolment. Indoing so, this mitigates bad actors purposefully augmenting an acousticpath to change biometric enrolment models over time.

In addition to adjusting parameters of a biometric process, a detectedchange in condition at the condition detect module 620 may also be usedto re-calibrate or adjust one or more parameters of active noisecancellation (ANC). For example, ANC may be switched off altogether(e.g. if a complete blockage of the acoustic path is detected) or adifferent (e.g. less aggressive) filter may be implemented. For example,where the system 600 implements both feedforward and feedback (FB) ANC,in response to detecting an adverse condition in the acoustic path, FBANC may be switched off.

In addition to adjusting parameters of a biometric process, a detectedchange in condition at the condition detect module 620 may also be usedto adjust one or more characteristics of a personalised equalisation(EQ), e.g. an EQ designed specifically for a user of the personal audiodevice 202 and the fit of the device 202 to the user's ear.

In addition to adjusting parameters of a biometric process, a detectedchange in condition at the condition detect module 620 may also be usedto adjust parameters of any other hearing augmentation, sidetone orother process carried out on any signals being output to the transducer606.

It will be appreciated that any of the above techniques for adjusting orupdating the biometric process by either cancelling or accounting for adeterioration in the acoustic path condition of the personal device 202may be performed in any conceivable combination without departing fromthe scope of the disclosure.

As discussed previously, the control module 602 may control the stimulusgenerator module 603 to output an acoustic stimulus specifically for usein a biometric process or for condition detection. For example, thecontrol module 602 may be configured to control the stimulus generatormodule 603 to output an authentication cue notifying a user thatauthentication is taking place. The control module 602 may adjust theproperties of the acoustic stimulus so as to maximise the SNR of themeasured response signal. The control module 602 may, for example,control the stimulus generator module 603 to increase the amplitude ofthe stimulus output to the transducer 606 or otherwise adjust thefrequency response of the signal. In other embodiments, an initialestimate of an ear canal response or enclosure response or speakergrille impedance or reflection, based on the response signal received atthe microphone 606 to the initial acoustic stimulus, may first beascertained. Then, the control module 602 may control the stimulusgenerator module 603 to generate an additional acoustic probesignal/stimulus to confirm or strengthen the initial estimate for thepurposes of biometric authentication or enrolment, or conditiondetection. The biometric module 616 may signal to the control module 602to adjust and re apply an acoustic stimulus to the transducer 606 basedon a determination in a condition of the acoustic path or a change insuch condition over time.

The control module 602 may continue to control the stimulus generatormodule 603 even while the acoustic stimulus is being applied to thetransducer 606. For example, the control module 602 may monitor theextracted features or the response signal itself to determine ongoingproperties response signal.

In some embodiments the feature extract module 614 may be designed withforeknowledge of the nature of the stimulus, for example knowing thespectrum of the applied stimulus signal, so that the response ortransfer function may be appropriately normalised. In other moresuitable embodiments the feature extract module 614 may comprise asecond input to monitor the stimulus (e.g. playback music, on-eardetect, a virtual assistant, ANC, hearing augmentation, sidetone,adjusted acoustic stimulus etc.) and hence provide the feature extractmodule 614 with information about the stimulus signal or its spectrum sothat the feature extract module 614 may calculate the transfer functionfrom the acoustic stimulus to measured received signal from themicrophone 608 from which it may derive the desired feature parameters.In the latter case, the acoustic stimulus may also pass to the featureextract module 614 via the FFT module 612 (denoted by dotted line inFIG. 6).

FIG. 7 is a flow diagram of a process 700 which may be performed by thesystem 600 shown in FIG. 6.

At step 702, the system 600 generates and applies an acoustic stimulususing the transducer 606. In some embodiments, the stimulus may bedirected towards the outer part of an ear (i.e. the auricle), the earcanal, or both. In other embodiments, the stimulus may be directed tofree field. In other embodiments, the stimulus may be directed towardsinternal features of an acoustic enclosure. The stimulus generatormodule 603 may generate the acoustic stimulus specifically for conditiondetection or biometric enrolment or authentication or for any otherfunction, for example, to notify a user that the personal audio device202 is on the ear or connected, to notify the use that biometric (orother) authentication is imminent, ongoing, or completed, to provideinformation from a virtual assistant, to deliver audio media to theuser's ear, to provide a calibration sound to the user's ear for thepurpose of calibrating ANC, to inject sound into the ear for hearingaugmentation (e.g. hear through), to inject sidetone into the user'sear.

At step 704, the system 600 receives a response signal to the acousticstimulus which is incident at the microphone 608 and comprises acomponent of the acoustic stimulus reflected from features in theacoustic path of the microphone 608.

At step 706, the system 600 extracts, from the response signal, forexample as received at the microphone 608, one or more features for usein condition detection process and one or more features for use in abiometric process (e.g. authentication or enrolment). For example, theone or more features may comprise one or more of: a resonant frequency;a frequency response; one or more mel frequency cepstral coefficients, afeature reflectance, and a feature impendence. Biometric enrolment maycomprise generating and storing a unique model for the user based on theone or more features. Biometric authentication may comprise comparingthe one or more features to a unique model for the user. Conditiondetection may comprise comparing the one or more features with referencefeatures previously extracted, modelled or estimated.

At step 708, the system 600 determines a condition of the acoustic pathof the transducer 606, the microphone 608 or both. The condition maycomprise a condition of one or more physical components in the acousticpath, such as a speaker grille. The condition may be a build-up of dirtor wax in the acoustic path or an amount thereof.

At step 710, the system 600, may perform, adjust, update or otherwiseaugment the biometric process being performed by the biometric module616 based on the condition of the acoustic path determined at step 708.

Embodiments may be implemented in an electronic, portable and/or batterypowered host device such as a smartphone, an audio player, a mobile orcellular phone, a handset. Embodiments may be implemented on one or moreintegrated circuits provided within such a host device. Embodiments maybe implemented in a personal audio device configurable to provide audioplayback to a single person, such as a smartphone, a mobile or cellularphone, headphones, earphones, etc. See FIGS. 1a to 1 e. Again,embodiments may be implemented on one or more integrated circuitsprovided within such a personal audio device. In yet furtheralternatives, embodiments may be implemented in a combination of a hostdevice and a personal audio device. For example, embodiments may beimplemented in one or more integrated circuits provided within thepersonal audio device, and one or more integrated circuits providedwithin the host device.

It should be understood—especially by those having ordinary skill in theart with the benefit of this disclosure—that that the various operationsdescribed herein, particularly in connection with the figures, may beimplemented by other circuitry or other hardware components. The orderin which each operation of a given method is performed may be changed,and various elements of the systems illustrated herein may be added,reordered, combined, omitted, modified, etc. It is intended that thisdisclosure embrace all such modifications and changes and, accordingly,the above description should be regarded in an illustrative rather thana restrictive sense.

Similarly, although this disclosure makes reference to specificembodiments, certain modifications and changes can be made to thoseembodiments without departing from the scope and coverage of thisdisclosure. Moreover, any benefits, advantages, or solutions to problemsthat are described herein with regard to specific embodiments are notintended to be construed as a critical, required, or essential featureor element.

Further embodiments and implementations likewise, with the benefit ofthis disclosure, will be apparent to those having ordinary skill in theart, and such embodiments should be deemed as being encompassed herein.Further, those having ordinary skill in the art will recognize thatvarious equivalent techniques may be applied in lieu of, or inconjunction with, the discussed embodiments, and all such equivalentsshould be deemed as being encompassed by the present disclosure.

The skilled person will recognise that some aspects of theabove-described apparatus and methods, for example the discovery andconfiguration methods may be embodied as processor control code, forexample on a non-volatile carrier medium such as a disk, CD- or DVD-ROM,programmed memory such as read only memory (Firmware), or on a datacarrier such as an optical or electrical signal carrier. For manyapplications embodiments of the invention will be implemented on a DSP(Digital Signal Processor), ASIC (Application Specific IntegratedCircuit) or FPGA (Field Programmable Gate Array). Thus the code maycomprise conventional program code or microcode or, for example code forsetting up or controlling an ASIC or FPGA. The code may also comprisecode for dynamically configuring re-configurable apparatus such asre-programmable logic gate arrays. Similarly the code may comprise codefor a hardware description language such as Verilog™ or VHDL (Very highspeed integrated circuit Hardware Description Language). As the skilledperson will appreciate, the code may be distributed between a pluralityof coupled components in communication with one another.

Where appropriate, the embodiments may also be implemented using coderunning on a field-(re)programmable analogue array or similar device inorder to configure analogue hardware.

Note that as used herein the term module shall be used to refer to afunctional unit or block which may be implemented at least partly bydedicated hardware components such as custom defined circuitry and/or atleast partly be implemented by one or more software processors orappropriate code running on a suitable general purpose processor or thelike. A module may itself comprise other modules or functional units. Amodule may be provided by multiple components or sub-modules which neednot be co-located and could be provided on different integrated circuitsand/or running on different processors.

It should be noted that the above-mentioned embodiments illustraterather than limit the invention, and that those skilled in the art willbe able to design many alternative embodiments without departing fromthe scope of the appended claims or embodiments. The word “comprising”does not exclude the presence of elements or steps other than thoselisted in a claim or embodiment, “a” or “an” does not exclude aplurality, and a single feature or other unit may fulfil the functionsof several units recited in the claims or embodiments. Any referencenumerals or labels in the claims or embodiments shall not be construedso as to limit their scope.

As used herein, when two or more elements are referred to as “coupled”to one another, such term indicates that such two or more elements arein electronic communication or mechanical communication, as applicable,whether connected indirectly or directly, with or without interveningelements.

This disclosure encompasses all changes, substitutions, variations,alterations, and modifications to the example embodiments herein that aperson having ordinary skill in the art would comprehend. Similarly,where appropriate, the appended claims encompass all changes,substitutions, variations, alterations, and modifications to the exampleembodiments herein that a person having ordinary skill in the art wouldcomprehend. Moreover, reference in the appended claims to an apparatusor system or a component of an apparatus or system being adapted to,arranged to, capable of, configured to, enabled to, operable to, oroperative to perform a particular function encompasses that apparatus,system, or component, whether or not it or that particular function isactivated, turned on, or unlocked, as long as that apparatus, system, orcomponent is so adapted, arranged, capable, configured, enabled,operable, or operative. Accordingly, modifications, additions, oromissions may be made to the systems, apparatuses, and methods describedherein without departing from the scope of the disclosure. For example,the components of the systems and apparatuses may be integrated orseparated. Moreover, the operations of the systems and apparatusesdisclosed herein may be performed by more, fewer, or other componentsand the methods described may include more, fewer, or other steps.Additionally, steps may be performed in any suitable order. As used inthis document, “each” refers to each member of a set or each member of asubset of a set.

Although exemplary embodiments are illustrated in the figures anddescribed below, the principles of the present disclosure may beimplemented using any number of techniques, whether currently known ornot. The present disclosure should in no way be limited to the exemplaryimplementations and techniques illustrated in the drawings and describedabove.

Unless otherwise specifically noted, articles depicted in the drawingsare not necessarily drawn to scale.

All examples and conditional language recited herein are intended forpedagogical objects to aid the reader in understanding the disclosureand the concepts contributed by the inventor to furthering the art, andare construed as being without limitation to such specifically recitedexamples and conditions. Although embodiments of the present disclosurehave been described in detail, it should be understood that variouschanges, substitutions, and alterations could be made hereto withoutdeparting from the spirit and scope of the disclosure.

Although specific advantages have been enumerated above, variousembodiments may include some, none, or all of the enumerated advantages.Additionally, other technical advantages may become readily apparent toone of ordinary skill in the art after review of the foregoing figuresand description.

To aid the Patent Office and any readers of any patent issued on thisapplication in interpreting the claims appended hereto, applicants wishto note that they do not intend any of the appended claims or claimelements to invoke 35 U.S.C. § 112(f) unless the words “means for” or“step for” are explicitly used in the particular claim.

1. A method for use in a biometric process, comprising: with a headsetin a known acoustic environment, applying an acoustic stimulus at afirst transducer of the headset; receiving a response signal at a secondtransducer of the headset, the response signal comprising a component ofthe acoustic stimulus reflected at an obstacle in the acoustic path ofthe first transducer; determining a condition of the headset based onthe response signal; and performing the biometric process based on thedetermined condition.
 2. The method of claim 1, wherein the knownacoustic environment is a charging case of the headset or an ear of auser.
 3. The method of claim 1, wherein the obstacle comprises atransducer grille.
 4. The method of claim 1, wherein the conditioncomprises a blockage in the acoustic path.
 5. The method of claim 1,wherein determining the condition comprises comparing the responsesignal to a template response signal.
 6. The method of claim 5, whereinthe template response signal represents an optimal condition of theacoustic path or a previous condition of the acoustic path.
 7. Themethod of claim 1, wherein performing the biometric process comprises:conditioning a further response signal received at the second transducerafter the response signal based on the determined condition of theheadset; and performing the biometric process on the conditioned furtherresponse signal.
 8. The method of claim 7, wherein the conditioningcomprises subtracting a difference between the response signal and thetemplate response signal from the further response signal to generatethe conditioned future response signal.
 9. The method of claim 7 whereinconditioning comprises filtering the further response signal.
 10. Themethod of claim 1, wherein determining the condition further comprisesextracting one or more features of the response signal, and whereincomparing the response signal to the template signal comprises:comparing each of the extracted features with a corresponding templatefeature, the corresponding template features representing the optimalcondition of the acoustic path or the previous condition of the acousticpath.
 11. The method of claim 1, wherein performing the biometricprocess comprises: reducing a threshold for matching a measuredbiometric response to a template response.
 12. The method of claim 1,wherein performing the biometric process comprises: disabling thebiometric process.
 13. The method of claim 1, wherein performing thebiometric process comprises: selecting a biometric template response foruse in the biometric process.
 14. The method of claim 13, wherein theselected biometric template is a biometric template trained on datarelating to the determined condition of the acoustic path.
 15. Themethod of claim 1, wherein performing the biometric process comprises:increasing a number of biometric inputs to the biometric process. 16.The method of claim 15, biometric inputs comprise one or more of an earbiometric, a finger biometric, and a face biometric.
 17. The method ofclaim 1, wherein the biometric process is one of biometric enrolment andbiometric authentication.
 18. The method of claim 17, wherein biometricenrolment comprises generating and storing a unique model of a user ofthe headset. 19.-22. (canceled)
 23. An apparatus, comprising processingcircuitry and a non-transitory machine-readable which, when executed bythe processing circuitry, cause the apparatus to: with a headset in aknown acoustic environment, apply an acoustic stimulus by a firsttransducer of the headset; receive a response signal at a secondtransducer of the headset, the response signal comprising a component ofthe acoustic stimulus reflected at an obstacle in the acoustic path ofthe first transducer; determine a condition of the headset based on theresponse signal; and perform the biometric process based on thedetermined condition. 24.-26. (canceled)
 27. A non-transitorymachine-readable medium storing instructions which, when executed by oneor more processors, cause an electronic apparatus to: with a headset ina known acoustic environment, apply an acoustic stimulus at a firsttransducer of the headset; receive a response signal at a secondtransducer of the headset, the response signal comprising a component ofthe acoustic stimulus reflected at an obstacle in the acoustic path ofthe first transducer; determine a condition of the headset based on theresponse signal; and perform the biometric process based on thedetermined condition.